# Always-on AI agents turn infrastructure into a continuous learning loop

> **Publication**: aitalky (Independent AI Journalism)
> **Canonical Citation URL**: https://aitalky.vercel.app/news/always-on-ai-agents-turn-infrastructure-into-a-continuous-learning-loop
> **Original Source**: [SiliconANGLE AI](https://siliconangle.com/2026/10/01/cognition-scales-ai-agent-infrastructure-coreweave-fullyconnected/)
> **Author**: Victoria Gayton (undefined)
> **Published Date**: Thursday, October 1, 2026
> **Category**: INDUSTRY
> **Tags**: AI, SiliconANGLE AI, industry

## Executive Summary
AI agent infrastructure is evolving to support systems that move continuously among inference, feedback and training. Cognition AI Inc.'s Devin now assists throughout the software development lifecycle, from planning and writing code to reviewing it and...



## Full Coverage
AI agent infrastructure is evolving to support systems that move continuously among inference, feedback and training. Cognition AI Inc.'s Devin now assists throughout the software development lifecycle, from planning and writing code to reviewing it and

---
*Generated for AI agents and LLM citation by aitalky (https://aitalky.vercel.app).*